Overview

Dataset statistics

Number of variables34
Number of observations1829
Missing cells2
Missing cells (%)< 0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory486.0 KiB
Average record size in memory272.1 B

Variable types

Numeric29
Categorical5

Warnings

time has a high cardinality: 1829 distinct values High cardinality
level_0 is highly correlated with df_index and 2 other fieldsHigh correlation
df_index is highly correlated with level_0 and 2 other fieldsHigh correlation
open is highly correlated with high and 5 other fieldsHigh correlation
high is highly correlated with open and 5 other fieldsHigh correlation
low is highly correlated with open and 5 other fieldsHigh correlation
close is highly correlated with open and 5 other fieldsHigh correlation
volume is highly correlated with pvo12-26 and 1 other fieldsHigh correlation
sma5-20 is highly correlated with sma8-15 and 13 other fieldsHigh correlation
sma8-15 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
sma20-50 is highly correlated with sma5-20 and 8 other fieldsHigh correlation
ema5-20 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
macd is highly correlated with sma5-20 and 10 other fieldsHigh correlation
ao14 is highly correlated with sma5-20 and 9 other fieldsHigh correlation
wd14 is highly correlated with sma5-20 and 9 other fieldsHigh correlation
ppo12-26 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
rsi14 is highly correlated with sma5-20 and 11 other fieldsHigh correlation
mfi14 is highly correlated with sma5-20 and 9 other fieldsHigh correlation
tsi is highly correlated with sma5-20 and 11 other fieldsHigh correlation
so14 is highly correlated with sma5-20 and 9 other fieldsHigh correlation
cmo14 is highly correlated with sma5-20 and 10 other fieldsHigh correlation
pvo12-26 is highly correlated with volumeHigh correlation
adl is highly correlated with level_0 and 6 other fieldsHigh correlation
obv is highly correlated with level_0 and 6 other fieldsHigh correlation
fi13 is highly correlated with sma5-20 and 4 other fieldsHigh correlation
fi50 is highly correlated with sma5-20 and 6 other fieldsHigh correlation
market_cap is highly correlated with open and 6 other fieldsHigh correlation
return is highly correlated with close_buy_indicator and 1 other fieldsHigh correlation
close_buy_indicator is highly correlated with returnHigh correlation
close_short_indicator is highly correlated with returnHigh correlation
level_0 is highly correlated with df_index and 2 other fieldsHigh correlation
df_index is highly correlated with level_0 and 2 other fieldsHigh correlation
open is highly correlated with high and 5 other fieldsHigh correlation
high is highly correlated with open and 5 other fieldsHigh correlation
low is highly correlated with open and 5 other fieldsHigh correlation
close is highly correlated with open and 5 other fieldsHigh correlation
volume is highly correlated with sma20-50 and 2 other fieldsHigh correlation
sma5-20 is highly correlated with sma8-15 and 12 other fieldsHigh correlation
sma8-15 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
sma20-50 is highly correlated with volume and 7 other fieldsHigh correlation
ema5-20 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
macd is highly correlated with sma5-20 and 13 other fieldsHigh correlation
ao14 is highly correlated with sma5-20 and 11 other fieldsHigh correlation
wd14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
ppo12-26 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
rsi14 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
mfi14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
tsi is highly correlated with sma5-20 and 13 other fieldsHigh correlation
so14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
cmo14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
pvo12-26 is highly correlated with volumeHigh correlation
adl is highly correlated with level_0 and 6 other fieldsHigh correlation
obv is highly correlated with level_0 and 7 other fieldsHigh correlation
fi13 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
fi50 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
market_cap is highly correlated with open and 5 other fieldsHigh correlation
return is highly correlated with close_buy_indicator and 1 other fieldsHigh correlation
close_buy_indicator is highly correlated with returnHigh correlation
close_short_indicator is highly correlated with returnHigh correlation
level_0 is highly correlated with df_index and 2 other fieldsHigh correlation
df_index is highly correlated with level_0 and 2 other fieldsHigh correlation
open is highly correlated with high and 4 other fieldsHigh correlation
high is highly correlated with open and 4 other fieldsHigh correlation
low is highly correlated with open and 3 other fieldsHigh correlation
close is highly correlated with open and 4 other fieldsHigh correlation
volume is highly correlated with market_capHigh correlation
sma5-20 is highly correlated with sma8-15 and 11 other fieldsHigh correlation
sma8-15 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
sma20-50 is highly correlated with macd and 3 other fieldsHigh correlation
ema5-20 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
macd is highly correlated with sma5-20 and 7 other fieldsHigh correlation
ao14 is highly correlated with sma5-20 and 7 other fieldsHigh correlation
wd14 is highly correlated with sma5-20 and 8 other fieldsHigh correlation
ppo12-26 is highly correlated with sma5-20 and 7 other fieldsHigh correlation
rsi14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
mfi14 is highly correlated with sma5-20 and 7 other fieldsHigh correlation
tsi is highly correlated with sma5-20 and 8 other fieldsHigh correlation
so14 is highly correlated with sma5-20 and 8 other fieldsHigh correlation
cmo14 is highly correlated with sma5-20 and 9 other fieldsHigh correlation
adl is highly correlated with level_0 and 2 other fieldsHigh correlation
obv is highly correlated with level_0 and 6 other fieldsHigh correlation
fi13 is highly correlated with sma5-20 and 7 other fieldsHigh correlation
fi50 is highly correlated with sma8-15 and 7 other fieldsHigh correlation
market_cap is highly correlated with open and 3 other fieldsHigh correlation
cmo14 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
sma5-20 is highly correlated with cmo14 and 24 other fieldsHigh correlation
macd is highly correlated with cmo14 and 25 other fieldsHigh correlation
open is highly correlated with sma5-20 and 18 other fieldsHigh correlation
level_0 is highly correlated with sma5-20 and 18 other fieldsHigh correlation
ppo12-26 is highly correlated with cmo14 and 25 other fieldsHigh correlation
close_short_indicator is highly correlated with returnHigh correlation
ao14 is highly correlated with cmo14 and 10 other fieldsHigh correlation
low is highly correlated with sma5-20 and 18 other fieldsHigh correlation
volume is highly correlated with sma5-20 and 16 other fieldsHigh correlation
df_index is highly correlated with sma5-20 and 18 other fieldsHigh correlation
high is highly correlated with sma5-20 and 16 other fieldsHigh correlation
sma8-15 is highly correlated with cmo14 and 24 other fieldsHigh correlation
close is highly correlated with sma5-20 and 17 other fieldsHigh correlation
obv is highly correlated with sma5-20 and 18 other fieldsHigh correlation
market_cap is highly correlated with sma5-20 and 12 other fieldsHigh correlation
rsi14 is highly correlated with cmo14 and 15 other fieldsHigh correlation
ema5-20 is highly correlated with cmo14 and 24 other fieldsHigh correlation
pvo12-26 is highly correlated with cmo14 and 11 other fieldsHigh correlation
atrp14 is highly correlated with sma5-20 and 10 other fieldsHigh correlation
tsi is highly correlated with cmo14 and 24 other fieldsHigh correlation
adl is highly correlated with sma5-20 and 15 other fieldsHigh correlation
return is highly correlated with close_short_indicator and 3 other fieldsHigh correlation
fi50 is highly correlated with cmo14 and 21 other fieldsHigh correlation
sma20-50 is highly correlated with sma5-20 and 20 other fieldsHigh correlation
mfi14 is highly correlated with cmo14 and 11 other fieldsHigh correlation
adx14 is highly correlated with macd and 9 other fieldsHigh correlation
close_buy_indicator is highly correlated with returnHigh correlation
so14 is highly correlated with cmo14 and 10 other fieldsHigh correlation
fi13 is highly correlated with cmo14 and 19 other fieldsHigh correlation
wd14 is highly correlated with cmo14 and 15 other fieldsHigh correlation
level_0 is uniformly distributed Uniform
df_index is uniformly distributed Uniform
time is uniformly distributed Uniform
level_0 has unique values Unique
df_index has unique values Unique
time has unique values Unique
sma5-20 has unique values Unique
sma8-15 has unique values Unique
sma20-50 has unique values Unique
ema5-20 has unique values Unique
macd has unique values Unique
adx14 has unique values Unique
wd14 has unique values Unique
ppo12-26 has unique values Unique
mfi14 has unique values Unique
tsi has unique values Unique
so14 has unique values Unique
atrp14 has unique values Unique
pvo12-26 has unique values Unique
fi13 has unique values Unique
fi50 has unique values Unique

Reproduction

Analysis started2022-06-15 11:16:03.713286
Analysis finished2022-06-15 11:17:31.594389
Duration1 minute and 27.88 seconds
Software versionpandas-profiling v3.0.0
Download configurationconfig.json

Variables

level_0
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1002
Minimum88
Maximum1916
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.4 KiB

Quantile statistics

Minimum88
5-th percentile179.4
Q1545
median1002
Q31459
95-th percentile1824.6
Maximum1916
Range1828
Interquartile range (IQR)914

Descriptive statistics

Standard deviation528.131139
Coefficient of variation (CV)0.527076985
Kurtosis-1.2
Mean1002
Median Absolute Deviation (MAD)457
Skewness0
Sum1832658
Variance278922.5
MonotonicityStrictly increasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
19151
 
0.1%
12861
 
0.1%
12901
 
0.1%
12921
 
0.1%
12941
 
0.1%
12961
 
0.1%
12981
 
0.1%
13001
 
0.1%
13021
 
0.1%
13041
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
881
0.1%
891
0.1%
901
0.1%
911
0.1%
921
0.1%
931
0.1%
941
0.1%
951
0.1%
961
0.1%
971
0.1%
ValueCountFrequency (%)
19161
0.1%
19151
0.1%
19141
0.1%
19131
0.1%
19121
0.1%
19111
0.1%
19101
0.1%
19091
0.1%
19081
0.1%
19071
0.1%

df_index
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1002
Minimum88
Maximum1916
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.4 KiB

Quantile statistics

Minimum88
5-th percentile179.4
Q1545
median1002
Q31459
95-th percentile1824.6
Maximum1916
Range1828
Interquartile range (IQR)914

Descriptive statistics

Standard deviation528.131139
Coefficient of variation (CV)0.527076985
Kurtosis-1.2
Mean1002
Median Absolute Deviation (MAD)457
Skewness0
Sum1832658
Variance278922.5
MonotonicityStrictly increasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
19151
 
0.1%
12861
 
0.1%
12901
 
0.1%
12921
 
0.1%
12941
 
0.1%
12961
 
0.1%
12981
 
0.1%
13001
 
0.1%
13021
 
0.1%
13041
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
881
0.1%
891
0.1%
901
0.1%
911
0.1%
921
0.1%
931
0.1%
941
0.1%
951
0.1%
961
0.1%
971
0.1%
ValueCountFrequency (%)
19161
0.1%
19151
0.1%
19141
0.1%
19131
0.1%
19121
0.1%
19111
0.1%
19101
0.1%
19091
0.1%
19081
0.1%
19071
0.1%

time
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size14.4 KiB
2021-05-31 00:00:00
 
1
2019-12-07 00:00:00
 
1
2018-07-20 00:00:00
 
1
2017-06-05 00:00:00
 
1
2021-01-12 00:00:00
 
1
Other values (1824)
1824 

Length

Max length19
Median length19
Mean length19
Min length19

Characters and Unicode

Total characters34751
Distinct characters13
Distinct categories4 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1829 ?
Unique (%)100.0%

Sample

1st row2017-03-30 00:00:00
2nd row2017-03-31 00:00:00
3rd row2017-04-01 00:00:00
4th row2017-04-02 00:00:00
5th row2017-04-03 00:00:00

Common Values

ValueCountFrequency (%)
2021-05-31 00:00:001
 
0.1%
2019-12-07 00:00:001
 
0.1%
2018-07-20 00:00:001
 
0.1%
2017-06-05 00:00:001
 
0.1%
2021-01-12 00:00:001
 
0.1%
2020-04-19 00:00:001
 
0.1%
2021-12-02 00:00:001
 
0.1%
2018-05-07 00:00:001
 
0.1%
2021-02-25 00:00:001
 
0.1%
2021-09-18 00:00:001
 
0.1%
Other values (1819)1819
99.5%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
00:00:001829
50.0%
2021-04-211
 
< 0.1%
2020-04-121
 
< 0.1%
2020-10-161
 
< 0.1%
2017-07-291
 
< 0.1%
2019-12-101
 
< 0.1%
2019-12-221
 
< 0.1%
2018-09-131
 
< 0.1%
2019-09-251
 
< 0.1%
2017-08-261
 
< 0.1%
Other values (1820)1820
49.8%

Most occurring characters

ValueCountFrequency (%)
015410
44.3%
23814
 
11.0%
-3658
 
10.5%
:3658
 
10.5%
12954
 
8.5%
1829
 
5.3%
8700
 
2.0%
9691
 
2.0%
7612
 
1.8%
3429
 
1.2%
Other values (3)996
 
2.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number25606
73.7%
Dash Punctuation3658
 
10.5%
Other Punctuation3658
 
10.5%
Space Separator1829
 
5.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
015410
60.2%
23814
 
14.9%
12954
 
11.5%
8700
 
2.7%
9691
 
2.7%
7612
 
2.4%
3429
 
1.7%
5335
 
1.3%
4331
 
1.3%
6330
 
1.3%
Dash Punctuation
ValueCountFrequency (%)
-3658
100.0%
Space Separator
ValueCountFrequency (%)
1829
100.0%
Other Punctuation
ValueCountFrequency (%)
:3658
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common34751
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
015410
44.3%
23814
 
11.0%
-3658
 
10.5%
:3658
 
10.5%
12954
 
8.5%
1829
 
5.3%
8700
 
2.0%
9691
 
2.0%
7612
 
1.8%
3429
 
1.2%
Other values (3)996
 
2.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII34751
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
015410
44.3%
23814
 
11.0%
-3658
 
10.5%
:3658
 
10.5%
12954
 
8.5%
1829
 
5.3%
8700
 
2.0%
9691
 
2.0%
7612
 
1.8%
3429
 
1.2%
Other values (3)996
 
2.9%

open
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct1798
Distinct (%)98.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean98.93275462
Minimum4.3186
Maximum387.7163
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.4 KiB

Quantile statistics

Minimum4.3186
5-th percentile30.261248
Q148.027
median73.371
Q3140.31
95-th percentile224.24
Maximum387.7163
Range383.3977
Interquartile range (IQR)92.283

Descriptive statistics

Standard deviation66.1142934
Coefficient of variation (CV)0.6682750688
Kurtosis1.030023431
Mean98.93275462
Median Absolute Deviation (MAD)31.7761
Skewness1.169178562
Sum180948.0082
Variance4371.099792
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
53.313
 
0.2%
42.082
 
0.1%
137.472
 
0.1%
32.212
 
0.1%
45.432
 
0.1%
55.612
 
0.1%
105.582
 
0.1%
45.372
 
0.1%
56.882
 
0.1%
129.652
 
0.1%
Other values (1788)1808
98.9%
ValueCountFrequency (%)
4.31861
0.1%
7.251
0.1%
7.5411
0.1%
7.81
0.1%
8.3331
0.1%
8.62441
0.1%
9.151
0.1%
9.351
0.1%
9.78931
0.1%
9.92511
0.1%
ValueCountFrequency (%)
387.71631
0.1%
378.161
0.1%
359.361
0.1%
356.41
0.1%
355.821
0.1%
354.521
0.1%
347.751
0.1%
3461
0.1%
344.861
0.1%
326.511
0.1%

high
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct1769
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean104.1391469
Minimum8.993
Maximum420
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.4 KiB

Quantile statistics

Minimum8.993
5-th percentile32.7672
Q150
median76.546
Q3146.95
95-th percentile237.836
Maximum420
Range411.007
Interquartile range (IQR)96.95

Descriptive statistics

Standard deviation70.68028256
Coefficient of variation (CV)0.6787100205
Kurtosis1.398074291
Mean104.1391469
Median Absolute Deviation (MAD)33.472
Skewness1.260049667
Sum190470.4998
Variance4995.702342
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
595
 
0.3%
324
 
0.2%
484
 
0.2%
64.43
 
0.2%
62.53
 
0.2%
753
 
0.2%
35.53
 
0.2%
653
 
0.2%
783
 
0.2%
1212
 
0.1%
Other values (1759)1796
98.2%
ValueCountFrequency (%)
8.9931
0.1%
91
0.1%
10.31
0.1%
10.45751
0.1%
10.561
0.1%
10.991
0.1%
10.9991
0.1%
11.428511
0.1%
11.597991
0.1%
11.61
0.1%
ValueCountFrequency (%)
4201
0.1%
413.911
0.1%
394.461
0.1%
389.721
0.1%
380.031
0.1%
3801
0.1%
372.881
0.1%
372.551
0.1%
367.731
0.1%
365.241
0.1%

low
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct1758
Distinct (%)96.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean93.32117052
Minimum4.061
Maximum344.9
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.4 KiB

Quantile statistics

Minimum4.061
5-th percentile27.832
Q146.215
median70.05
Q3133.18
95-th percentile212.142
Maximum344.9
Range340.839
Interquartile range (IQR)86.965

Descriptive statistics

Standard deviation61.36771311
Coefficient of variation (CV)0.6575969072
Kurtosis0.7251641207
Mean93.32117052
Median Absolute Deviation (MAD)30.4083
Skewness1.094487133
Sum170684.4209
Variance3765.996212
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
303
 
0.2%
1253
 
0.2%
583
 
0.2%
713
 
0.2%
53.332
 
0.1%
111.22
 
0.1%
41.742
 
0.1%
144.442
 
0.1%
53.062
 
0.1%
101.272
 
0.1%
Other values (1748)1805
98.7%
ValueCountFrequency (%)
4.0611
0.1%
5.751
0.1%
6.54631
0.1%
71
0.1%
7.031
0.1%
7.51
0.1%
8.121
0.1%
8.571
0.1%
8.7251
0.1%
8.811
0.1%
ValueCountFrequency (%)
344.91
0.1%
334.41671
0.1%
3341
0.1%
333.551
0.1%
333.171
0.1%
318.21
0.1%
3101
0.1%
308.381
0.1%
300.671
0.1%
3001
0.1%

close
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct1770
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean99.01025217
Minimum7.25
Maximum388.3
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.4 KiB

Quantile statistics

Minimum7.25
5-th percentile30.572
Q148.0461
median73.3708
Q3140.26
95-th percentile224.27516
Maximum388.3
Range381.05
Interquartile range (IQR)92.2139

Descriptive statistics

Standard deviation66.17228072
Coefficient of variation (CV)0.6683376647
Kurtosis1.044339385
Mean99.01025217
Median Absolute Deviation (MAD)31.5808
Skewness1.174197455
Sum181089.7512
Variance4378.770735
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
176.323
 
0.2%
45.62
 
0.1%
57.832
 
0.1%
54.542
 
0.1%
109.492
 
0.1%
25.32
 
0.1%
46.582
 
0.1%
53.052
 
0.1%
129.662
 
0.1%
69.552
 
0.1%
Other values (1760)1808
98.9%
ValueCountFrequency (%)
7.251
0.1%
7.611
0.1%
7.76991
0.1%
8.341
0.1%
8.611
0.1%
9.151
0.1%
9.271
0.1%
9.721
0.1%
9.92511
0.1%
9.971
0.1%
ValueCountFrequency (%)
388.31
0.1%
378.161
0.1%
359.411
0.1%
357.111
0.1%
356.431
0.1%
354.441
0.1%
350.781
0.1%
347.721
0.1%
345.251
0.1%
326.671
0.1%

volume
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct1826
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean942960.5816
Minimum0
Maximum7295432.815
Zeros4
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size14.4 KiB

Quantile statistics

Minimum0
5-th percentile250994.7204
Q1426745.9631
median708057.3173
Q31200990.84
95-th percentile2395721.277
Maximum7295432.815
Range7295432.815
Interquartile range (IQR)774244.877

Descriptive statistics

Standard deviation762506.7129
Coefficient of variation (CV)0.8086305279
Kurtosis9.995906713
Mean942960.5816
Median Absolute Deviation (MAD)331788.0774
Skewness2.456071003
Sum1724674904
Variance5.814164873 × 1011
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
04
 
0.2%
465086.55261
 
0.1%
1258090.3291
 
0.1%
438104.51911
 
0.1%
156658.50711
 
0.1%
716182.21711
 
0.1%
497748.6961
 
0.1%
1658127.611
 
0.1%
1619420.8651
 
0.1%
768418.59631
 
0.1%
Other values (1816)1816
99.3%
ValueCountFrequency (%)
04
0.2%
63560.227611
 
0.1%
107127.31591
 
0.1%
119688.54141
 
0.1%
138448.40081
 
0.1%
147644.441
 
0.1%
152910.00791
 
0.1%
154049.22451
 
0.1%
156658.50711
 
0.1%
163149.40281
 
0.1%
ValueCountFrequency (%)
7295432.8151
0.1%
6581558.5121
0.1%
6458496.0951
0.1%
6025326.141
0.1%
5747120.1221
0.1%
4995462.381
0.1%
4970007.0051
0.1%
4735558.1491
0.1%
4238083.7691
0.1%
4080885.1321
0.1%

sma5-20
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4892400454
Minimum-114.6585
Maximum136.30555
Zeros0
Zeros (%)0.0%
Negative907
Negative (%)49.6%
Memory size14.4 KiB

Quantile statistics

Minimum-114.6585
5-th percentile-20.0385
Q1-5.1715
median0.073685
Q34.7065
95-th percentile21.195238
Maximum136.30555
Range250.96405
Interquartile range (IQR)9.878

Descriptive statistics

Standard deviation16.81207306
Coefficient of variation (CV)34.36364872
Kurtosis18.82529472
Mean0.4892400454
Median Absolute Deviation (MAD)4.862045
Skewness1.444521868
Sum894.820043
Variance282.6458005
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
41.5404851
 
0.1%
1.757151
 
0.1%
18.4407531
 
0.1%
5.944261
 
0.1%
1.0910851
 
0.1%
-6.689561
 
0.1%
14.102951
 
0.1%
-12.3731
 
0.1%
8.98751
 
0.1%
-20.88041
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
-114.65851
0.1%
-108.90051
0.1%
-105.69351
0.1%
-94.14051
0.1%
-91.98851
0.1%
-81.61251
0.1%
-74.5451
0.1%
-66.1611
0.1%
-59.2121
0.1%
-56.18751
0.1%
ValueCountFrequency (%)
136.305551
0.1%
129.324251
0.1%
129.253251
0.1%
129.21591
0.1%
127.744051
0.1%
120.56441
0.1%
109.981651
0.1%
108.05811
0.1%
93.78181
0.1%
92.546151
0.1%

sma8-15
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2216091733
Minimum-34.44098589
Maximum49.57632642
Zeros0
Zeros (%)0.0%
Negative906
Negative (%)49.5%
Memory size14.4 KiB

Quantile statistics

Minimum-34.44098589
5-th percentile-7.721074427
Q1-2.099192465
median0.02763464573
Q32.037701431
95-th percentile7.825390315
Maximum49.57632642
Range84.01731231
Interquartile range (IQR)4.136893895

Descriptive statistics

Standard deviation6.103680297
Coefficient of variation (CV)27.5425435
Kurtosis17.14194337
Mean0.2216091733
Median Absolute Deviation (MAD)2.098948208
Skewness1.826699675
Sum405.3231781
Variance37.25491317
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.75415033741
 
0.1%
-0.68123241181
 
0.1%
-0.5930994561
 
0.1%
0.25024677511
 
0.1%
-0.057454892011
 
0.1%
-0.39960385761
 
0.1%
-0.94033832971
 
0.1%
-2.0233890421
 
0.1%
-5.0140678431
 
0.1%
-0.034750286051
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
-34.440985891
0.1%
-32.531047841
0.1%
-30.460783121
0.1%
-29.743099531
0.1%
-26.734747871
0.1%
-25.447507331
0.1%
-23.9200921
0.1%
-23.015274571
0.1%
-22.992893081
0.1%
-21.749526571
0.1%
ValueCountFrequency (%)
49.576326421
0.1%
49.408438561
0.1%
46.240789511
0.1%
46.041762771
0.1%
44.70434541
0.1%
43.916102151
0.1%
42.749779251
0.1%
39.593303311
0.1%
38.886891131
0.1%
32.185020161
0.1%

sma20-50
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9292331479
Minimum-32.32587912
Maximum78.00030268
Zeros0
Zeros (%)0.0%
Negative931
Negative (%)50.9%
Memory size14.4 KiB

Quantile statistics

Minimum-32.32587912
5-th percentile-17.6907325
Q1-6.457060937
median-0.140195582
Q36.393248396
95-th percentile21.57606174
Maximum78.00030268
Range110.3261818
Interquartile range (IQR)12.85030933

Descriptive statistics

Standard deviation13.10851013
Coefficient of variation (CV)14.10680426
Kurtosis6.838351169
Mean0.9292331479
Median Absolute Deviation (MAD)6.449095581
Skewness1.538147676
Sum1699.567427
Variance171.8330379
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.26165709891
 
0.1%
-0.86715722921
 
0.1%
1.0247300841
 
0.1%
53.313717461
 
0.1%
-2.3196296011
 
0.1%
23.981127751
 
0.1%
-8.1444735271
 
0.1%
8.417269431
 
0.1%
6.3918204311
 
0.1%
2.4188429631
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
-32.325879121
0.1%
-32.140478941
0.1%
-32.02261391
0.1%
-31.578042451
0.1%
-31.419512381
0.1%
-31.204904681
0.1%
-30.605922431
0.1%
-30.476586231
0.1%
-29.644328191
0.1%
-29.352422181
0.1%
ValueCountFrequency (%)
78.000302681
0.1%
76.894337131
0.1%
76.53032481
0.1%
76.380678281
0.1%
75.320044381
0.1%
74.953560421
0.1%
72.708013541
0.1%
71.499127771
0.1%
70.270477791
0.1%
69.299436971
0.1%

ema5-20
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4736307019
Minimum-71.03986048
Maximum100.7876506
Zeros0
Zeros (%)0.0%
Negative901
Negative (%)49.3%
Memory size14.4 KiB

Quantile statistics

Minimum-71.03986048
5-th percentile-15.85188739
Q1-4.437837606
median0.07669282915
Q34.153653769
95-th percentile16.37521009
Maximum100.7876506
Range171.8275111
Interquartile range (IQR)8.591491375

Descriptive statistics

Standard deviation12.45898204
Coefficient of variation (CV)26.30526693
Kurtosis17.24789505
Mean0.4736307019
Median Absolute Deviation (MAD)4.329276219
Skewness1.910757219
Sum866.2705538
Variance155.2262335
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1.2518290971
 
0.1%
0.28770971261
 
0.1%
-4.1139944221
 
0.1%
-33.973038141
 
0.1%
33.291948391
 
0.1%
-0.63744101811
 
0.1%
26.934266741
 
0.1%
-7.1839404361
 
0.1%
8.3074800111
 
0.1%
-24.88263711
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
-71.039860481
0.1%
-64.07666951
0.1%
-61.993842341
0.1%
-58.168660041
0.1%
-54.292873191
0.1%
-49.15609371
0.1%
-43.730403511
0.1%
-43.295145941
0.1%
-42.911378391
0.1%
-42.433141081
0.1%
ValueCountFrequency (%)
100.78765061
0.1%
100.36419711
0.1%
94.508712451
0.1%
93.686394541
0.1%
93.203149371
0.1%
91.204418531
0.1%
87.125895361
0.1%
86.153568041
0.1%
74.951805531
0.1%
72.589480871
0.1%

macd
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4280822473
Minimum-31.91641616
Maximum68.19600522
Zeros0
Zeros (%)0.0%
Negative884
Negative (%)48.3%
Memory size14.4 KiB

Quantile statistics

Minimum-31.91641616
5-th percentile-13.00944212
Q1-3.245165265
median0.1433255432
Q33.613309782
95-th percentile12.12476053
Maximum68.19600522
Range100.1124214
Interquartile range (IQR)6.858475047

Descriptive statistics

Standard deviation9.006896738
Coefficient of variation (CV)21.04010805
Kurtosis12.41425936
Mean0.4280822473
Median Absolute Deviation (MAD)3.412301783
Skewness1.765128594
Sum782.9624304
Variance81.12418885
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-2.4119256251
 
0.1%
-8.0387598981
 
0.1%
-0.075666634781
 
0.1%
1.0137461771
 
0.1%
-3.8537324091
 
0.1%
-0.20931093811
 
0.1%
-25.117441961
 
0.1%
0.1978460421
 
0.1%
-2.5299879941
 
0.1%
-0.007060099391
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
-31.916416161
0.1%
-31.87468251
0.1%
-31.28604581
0.1%
-30.685783431
0.1%
-30.589191371
0.1%
-30.203741211
0.1%
-30.17990661
0.1%
-30.075140851
0.1%
-28.92134641
0.1%
-28.46858121
0.1%
ValueCountFrequency (%)
68.196005221
0.1%
66.012853441
0.1%
65.385322511
0.1%
63.585223381
0.1%
60.202300971
0.1%
57.911322631
0.1%
57.23193821
0.1%
54.8194481
0.1%
53.202828791
0.1%
50.331632291
0.1%

ao14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct66
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.698117629
Minimum-92.85714286
Maximum92.85714286
Zeros0
Zeros (%)0.0%
Negative866
Negative (%)47.3%
Memory size14.4 KiB

Quantile statistics

Minimum-92.85714286
5-th percentile-85.71428571
Q1-50
median21.42857143
Q357.14285714
95-th percentile85.71428571
Maximum92.85714286
Range185.7142857
Interquartile range (IQR)107.1428571

Descriptive statistics

Standard deviation59.99071044
Coefficient of variation (CV)12.76909502
Kurtosis-1.526991534
Mean4.698117629
Median Absolute Deviation (MAD)57.14285714
Skewness-0.09121526756
Sum8592.857143
Variance3598.885339
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
85.7142857189
 
4.9%
-85.7142857179
 
4.3%
92.8571428672
 
3.9%
-5070
 
3.8%
42.8571428668
 
3.7%
71.4285714368
 
3.7%
-42.8571428667
 
3.7%
78.5714285767
 
3.7%
64.2857142961
 
3.3%
57.1428571460
 
3.3%
Other values (56)1128
61.7%
ValueCountFrequency (%)
-92.8571428646
2.5%
-85.7142857179
4.3%
-78.571428578
 
0.4%
-78.5714285742
2.3%
-71.4285714354
3.0%
-71.4285714315
 
0.8%
-64.2857142941
2.2%
-64.2857142955
3.0%
-57.1428571420
 
1.1%
-57.1428571448
2.6%
ValueCountFrequency (%)
92.8571428672
3.9%
85.7142857189
4.9%
78.5714285721
 
1.1%
78.5714285767
3.7%
71.4285714368
3.7%
71.4285714320
 
1.1%
64.2857142946
2.5%
64.2857142961
3.3%
57.1428571426
 
1.4%
57.1428571460
3.3%

adx14
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean28.75116901
Minimum6.954162218
Maximum72.82095201
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.4 KiB

Quantile statistics

Minimum6.954162218
5-th percentile13.86662834
Q120.71758234
median27.21130779
Q334.67705696
95-th percentile50.20400437
Maximum72.82095201
Range65.86678979
Interquartile range (IQR)13.95947461

Descriptive statistics

Standard deviation10.92723787
Coefficient of variation (CV)0.3800623852
Kurtosis1.004024452
Mean28.75116901
Median Absolute Deviation (MAD)6.887445161
Skewness0.8878496264
Sum52585.88812
Variance119.4045275
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
23.82891651
 
0.1%
18.515381611
 
0.1%
29.680132361
 
0.1%
29.753872761
 
0.1%
27.937108281
 
0.1%
32.607662371
 
0.1%
30.057320151
 
0.1%
27.268627361
 
0.1%
40.742822151
 
0.1%
57.01385361
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
6.9541622181
0.1%
7.0218185941
0.1%
7.1691880051
0.1%
7.3278935251
0.1%
7.7147100281
0.1%
8.2207971581
0.1%
8.5130592071
0.1%
8.7658140671
0.1%
9.2296734181
0.1%
9.40078681
0.1%
ValueCountFrequency (%)
72.820952011
0.1%
72.372450111
0.1%
72.087133061
0.1%
71.834086321
0.1%
71.455607071
0.1%
70.549859541
0.1%
70.266406931
0.1%
68.931482851
0.1%
67.797797631
0.1%
67.314418161
0.1%

wd14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.342269337
Minimum-80.68648266
Maximum102.7330966
Zeros0
Zeros (%)0.0%
Negative932
Negative (%)51.0%
Memory size14.4 KiB

Quantile statistics

Minimum-80.68648266
5-th percentile-28.41124855
Q1-11.10600263
median-0.3901924236
Q312.78254582
95-th percentile35.64642822
Maximum102.7330966
Range183.4195793
Interquartile range (IQR)23.88854845

Descriptive statistics

Standard deviation19.90372689
Coefficient of variation (CV)14.82841509
Kurtosis1.638219291
Mean1.342269337
Median Absolute Deviation (MAD)11.55834484
Skewness0.4837624922
Sum2455.010618
Variance396.1583441
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-3.4115548871
 
0.1%
-5.9913430811
 
0.1%
4.1212326541
 
0.1%
-5.1783400841
 
0.1%
-18.754219191
 
0.1%
-28.442927581
 
0.1%
32.074989561
 
0.1%
3.4491118821
 
0.1%
6.467908431
 
0.1%
35.046957941
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
-80.686482661
0.1%
-73.251742261
0.1%
-72.007963211
0.1%
-65.159540511
0.1%
-59.628695851
0.1%
-57.103072051
0.1%
-56.929250871
0.1%
-56.461597641
0.1%
-52.070991511
0.1%
-51.712879991
0.1%
ValueCountFrequency (%)
102.73309661
0.1%
86.907993421
0.1%
84.511134221
0.1%
83.195651621
0.1%
78.64989161
0.1%
74.622375271
0.1%
72.917444211
0.1%
71.588270521
0.1%
69.837289771
0.1%
69.293320021
0.1%

ppo12-26
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.7701520568
Minimum-17.58196353
Maximum34.66532897
Zeros0
Zeros (%)0.0%
Negative884
Negative (%)48.3%
Memory size14.4 KiB

Quantile statistics

Minimum-17.58196353
5-th percentile-10.55632895
Q1-4.371404983
median0.2312296079
Q34.953024358
95-th percentile12.66197282
Maximum34.66532897
Range52.2472925
Interquartile range (IQR)9.324429341

Descriptive statistics

Standard deviation7.36747775
Coefficient of variation (CV)9.566263811
Kurtosis1.967066943
Mean0.7701520568
Median Absolute Deviation (MAD)4.640007422
Skewness0.8099078421
Sum1408.608112
Variance54.2797284
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-4.706252211
 
0.1%
-6.4795944071
 
0.1%
-1.1935788041
 
0.1%
0.68369560431
 
0.1%
-7.8398118391
 
0.1%
11.782734391
 
0.1%
2.4062717481
 
0.1%
1.8327610431
 
0.1%
-15.308732421
 
0.1%
2.5148262231
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
-17.581963531
0.1%
-17.238128291
0.1%
-16.92678411
0.1%
-16.517767711
0.1%
-16.429049151
0.1%
-15.819042771
0.1%
-15.750057281
0.1%
-15.308732421
0.1%
-14.865563061
0.1%
-14.428020991
0.1%
ValueCountFrequency (%)
34.665328971
0.1%
34.601939991
0.1%
34.513995931
0.1%
34.199501571
0.1%
34.092857471
0.1%
33.861564281
0.1%
32.801229971
0.1%
31.568244761
0.1%
29.398439041
0.1%
29.156743241
0.1%

rsi14
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct1826
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean51.02208456
Minimum19.74277699
Maximum90.67473888
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.4 KiB

Quantile statistics

Minimum19.74277699
5-th percentile31.80357948
Q141.74372855
median49.83274441
Q359.03909545
95-th percentile73.81419728
Maximum90.67473888
Range70.93196189
Interquartile range (IQR)17.2953669

Descriptive statistics

Standard deviation12.7113003
Coefficient of variation (CV)0.2491333001
Kurtosis-0.2049611177
Mean51.02208456
Median Absolute Deviation (MAD)8.603053936
Skewness0.3704611047
Sum93319.39267
Variance161.5771554
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
45.871991752
 
0.1%
55.527906562
 
0.1%
55.359276952
 
0.1%
39.283867091
 
0.1%
52.844133061
 
0.1%
52.51885861
 
0.1%
44.296932161
 
0.1%
42.725257371
 
0.1%
57.478218181
 
0.1%
41.208797911
 
0.1%
Other values (1816)1816
99.3%
ValueCountFrequency (%)
19.742776991
0.1%
21.718541641
0.1%
21.762678721
0.1%
22.076978461
0.1%
23.247199051
0.1%
23.256739051
0.1%
23.443824471
0.1%
24.049863551
0.1%
24.421314631
0.1%
24.659510141
0.1%
ValueCountFrequency (%)
90.674738881
0.1%
89.621971031
0.1%
89.218990551
0.1%
88.581431391
0.1%
88.483630111
0.1%
87.166248561
0.1%
87.064148321
0.1%
86.784304621
0.1%
86.425273111
0.1%
86.380519451
0.1%

mfi14
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.5207107944
Minimum0.0393205684
Maximum0.9509061833
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.4 KiB

Quantile statistics

Minimum0.0393205684
5-th percentile0.2672246997
Q10.4064348549
median0.5270485058
Q30.6391589921
95-th percentile0.7657952407
Maximum0.9509061833
Range0.9115856149
Interquartile range (IQR)0.2327241373

Descriptive statistics

Standard deviation0.1566100493
Coefficient of variation (CV)0.3007620563
Kurtosis-0.5014557879
Mean0.5207107944
Median Absolute Deviation (MAD)0.1168573136
Skewness-0.1321073014
Sum952.380043
Variance0.02452670753
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.53547909141
 
0.1%
0.64614351821
 
0.1%
0.4486157531
 
0.1%
0.71429153671
 
0.1%
0.37852657621
 
0.1%
0.46248087621
 
0.1%
0.69940758951
 
0.1%
0.64803747631
 
0.1%
0.3503936291
 
0.1%
0.50270305251
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
0.03932056841
0.1%
0.069953573561
0.1%
0.071616488481
0.1%
0.072567803581
0.1%
0.073578656771
0.1%
0.097672863411
0.1%
0.12239472661
0.1%
0.12867721581
0.1%
0.14220218971
0.1%
0.14373487461
0.1%
ValueCountFrequency (%)
0.95090618331
0.1%
0.94501423251
0.1%
0.91480514971
0.1%
0.89268013011
0.1%
0.89005805681
0.1%
0.88627223261
0.1%
0.88559558381
0.1%
0.87920815311
0.1%
0.87590017941
0.1%
0.87535540221
0.1%

tsi
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.145184613
Minimum-44.5580304
Maximum72.31259059
Zeros0
Zeros (%)0.0%
Negative886
Negative (%)48.4%
Memory size14.4 KiB

Quantile statistics

Minimum-44.5580304
5-th percentile-31.09508722
Q1-16.22426703
median0.9777969071
Q318.50051593
95-th percentile40.28733136
Maximum72.31259059
Range116.870621
Interquartile range (IQR)34.72478296

Descriptive statistics

Standard deviation22.50317128
Coefficient of variation (CV)10.49008609
Kurtosis-0.4761206386
Mean2.145184613
Median Absolute Deviation (MAD)17.35781816
Skewness0.3270760137
Sum3923.542657
Variance506.3927176
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-18.134425111
 
0.1%
0.87276175721
 
0.1%
44.513118011
 
0.1%
29.8498311
 
0.1%
-20.324886741
 
0.1%
32.089380641
 
0.1%
-18.278150391
 
0.1%
-28.70969621
 
0.1%
-12.09969791
 
0.1%
23.852357671
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
-44.55803041
0.1%
-43.844379621
0.1%
-43.666797491
0.1%
-43.598132571
0.1%
-43.173236911
0.1%
-42.501943131
0.1%
-42.065003541
0.1%
-41.139354941
0.1%
-41.03837361
0.1%
-40.892699561
0.1%
ValueCountFrequency (%)
72.312590591
0.1%
71.863933851
0.1%
69.998449621
0.1%
68.984788641
0.1%
67.802004461
0.1%
66.654040821
0.1%
66.569162251
0.1%
65.767939431
0.1%
65.677729041
0.1%
65.428933151
0.1%

so14
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean50.58502076
Minimum6.747242727
Maximum92.9708268
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.4 KiB

Quantile statistics

Minimum6.747242727
5-th percentile16.11764089
Q132.05179217
median50.52453099
Q369.03399461
95-th percentile84.35501141
Maximum92.9708268
Range86.22358408
Interquartile range (IQR)36.98220244

Descriptive statistics

Standard deviation21.90126885
Coefficient of variation (CV)0.4329595702
Kurtosis-1.138621622
Mean50.58502076
Median Absolute Deviation (MAD)18.50946362
Skewness-0.02054645336
Sum92520.00297
Variance479.6655772
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
53.925052651
 
0.1%
57.978571571
 
0.1%
38.830577241
 
0.1%
48.35555971
 
0.1%
85.925203531
 
0.1%
62.426533741
 
0.1%
24.728780671
 
0.1%
55.614880781
 
0.1%
14.498760421
 
0.1%
40.204087081
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
6.7472427271
0.1%
7.5022644711
0.1%
7.5061752141
0.1%
7.8929589051
0.1%
8.1659772591
0.1%
8.4891131021
0.1%
8.6386436151
0.1%
8.8998231361
0.1%
9.0675053131
0.1%
9.2239517291
0.1%
ValueCountFrequency (%)
92.97082681
0.1%
92.823369311
0.1%
92.15268551
0.1%
91.494499851
0.1%
91.421454491
0.1%
91.377178071
0.1%
91.202378111
0.1%
90.789785091
0.1%
90.758457451
0.1%
90.733188371
0.1%

cmo14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct1828
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.393929136
Minimum-84.18110676
Maximum87.44301796
Zeros1
Zeros (%)0.1%
Negative858
Negative (%)46.9%
Memory size14.4 KiB

Quantile statistics

Minimum-84.18110676
5-th percentile-53.61577945
Q1-24.38248881
median2.943482289
Q328.76816172
95-th percentile58.94378328
Maximum87.44301796
Range171.6241247
Interquartile range (IQR)53.15065052

Descriptive statistics

Standard deviation34.72858716
Coefficient of variation (CV)14.50694035
Kurtosis-0.7303849844
Mean2.393929136
Median Absolute Deviation (MAD)26.37844807
Skewness0.009855526459
Sum4378.496389
Variance1206.074766
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-46.370732232
 
0.1%
-7.1923448981
 
0.1%
12.842200631
 
0.1%
-46.748251751
 
0.1%
2.1650611641
 
0.1%
2.9833750851
 
0.1%
60.870794461
 
0.1%
-0.669944241
 
0.1%
44.205438111
 
0.1%
19.914784981
 
0.1%
Other values (1818)1818
99.4%
ValueCountFrequency (%)
-84.181106761
0.1%
-81.963033781
0.1%
-78.843080861
0.1%
-78.536088041
0.1%
-77.954311081
0.1%
-77.773637631
0.1%
-76.301285981
0.1%
-76.220315311
0.1%
-75.337778391
0.1%
-75.150147541
0.1%
ValueCountFrequency (%)
87.443017961
0.1%
85.736852961
0.1%
83.044752871
0.1%
80.321288911
0.1%
79.814055681
0.1%
79.479984891
0.1%
79.119302171
0.1%
78.51879591
0.1%
78.081286541
0.1%
77.823127691
0.1%

atrp14
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25.98630824
Minimum8.071018909
Maximum96.51319515
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.4 KiB

Quantile statistics

Minimum8.071018909
5-th percentile12.74644806
Q118.30105296
median23.68028147
Q330.2772612
95-th percentile47.91108263
Maximum96.51319515
Range88.44217624
Interquartile range (IQR)11.97620824

Descriptive statistics

Standard deviation11.56056142
Coefficient of variation (CV)0.4448712497
Kurtosis4.79805618
Mean25.98630824
Median Absolute Deviation (MAD)5.885065176
Skewness1.770015867
Sum47528.95777
Variance133.6465804
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
24.39386051
 
0.1%
36.619863961
 
0.1%
20.84584821
 
0.1%
17.855745571
 
0.1%
19.992718351
 
0.1%
23.333248371
 
0.1%
44.987393941
 
0.1%
16.813481391
 
0.1%
24.261007631
 
0.1%
26.688063011
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
8.0710189091
0.1%
8.251604911
0.1%
8.3569490731
0.1%
8.4101520461
0.1%
8.4572463021
0.1%
8.4870451031
0.1%
8.5239075911
0.1%
8.5320625841
0.1%
8.6203357351
0.1%
8.6240341071
0.1%
ValueCountFrequency (%)
96.513195151
0.1%
93.205186861
0.1%
89.53627431
0.1%
86.205223781
0.1%
81.233941771
0.1%
80.18674771
0.1%
80.158050721
0.1%
78.466350851
0.1%
78.05532941
0.1%
76.846642591
0.1%

pvo12-26
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.354439227
Minimum-45.40033796
Maximum68.37835867
Zeros0
Zeros (%)0.0%
Negative1043
Negative (%)57.0%
Memory size14.4 KiB

Quantile statistics

Minimum-45.40033796
5-th percentile-22.06312065
Q1-9.871571224
median-2.176770105
Q36.510663379
95-th percentile22.3631102
Maximum68.37835867
Range113.7786966
Interquartile range (IQR)16.3822346

Descriptive statistics

Standard deviation13.87301063
Coefficient of variation (CV)-10.24262318
Kurtosis1.850443191
Mean-1.354439227
Median Absolute Deviation (MAD)8.088577758
Skewness0.4522089022
Sum-2477.269347
Variance192.460424
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7.0369362271
 
0.1%
3.5685232911
 
0.1%
10.10459991
 
0.1%
8.9321974361
 
0.1%
-8.0979299581
 
0.1%
-3.025145491
 
0.1%
1.9904539241
 
0.1%
-19.899298291
 
0.1%
-3.8391287251
 
0.1%
-2.7944694471
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
-45.400337961
0.1%
-44.911497161
0.1%
-44.220836691
0.1%
-43.686430751
0.1%
-42.959359441
0.1%
-42.144559131
0.1%
-41.203559941
0.1%
-40.131474951
0.1%
-39.62467951
0.1%
-39.620168761
0.1%
ValueCountFrequency (%)
68.378358671
0.1%
68.315067291
0.1%
61.21207661
0.1%
59.897886391
0.1%
59.835934641
0.1%
59.311338461
0.1%
57.418463741
0.1%
54.123887751
0.1%
52.295322091
0.1%
42.787754841
0.1%

adl
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct1612
Distinct (%)88.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean45854178.75
Minimum-3839772.382
Maximum107250523.8
Zeros0
Zeros (%)0.0%
Negative74
Negative (%)4.0%
Memory size14.4 KiB

Quantile statistics

Minimum-3839772.382
5-th percentile4361397.182
Q125480152.73
median33382849.59
Q370692857.78
95-th percentile107059847.6
Maximum107250523.8
Range111090296.1
Interquartile range (IQR)45212705.05

Descriptive statistics

Standard deviation33994146.55
Coefficient of variation (CV)0.7413532961
Kurtosis-0.6931822591
Mean45854178.75
Median Absolute Deviation (MAD)11090709.75
Skewness0.8400438663
Sum8.386729293 × 1010
Variance1.155602 × 1015
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
107059847.6218
 
11.9%
20763317.761
 
0.1%
34026272.491
 
0.1%
44128504.11
 
0.1%
16949356.951
 
0.1%
44176983.431
 
0.1%
66217734.121
 
0.1%
25786874.251
 
0.1%
-2375406.3711
 
0.1%
19814769.731
 
0.1%
Other values (1602)1602
87.6%
ValueCountFrequency (%)
-3839772.3821
0.1%
-3472254.4061
0.1%
-3418064.6891
0.1%
-3305339.1291
0.1%
-3119072.8831
0.1%
-3050952.9141
0.1%
-2982019.9881
0.1%
-2941767.3121
0.1%
-2907727.4381
0.1%
-2893533.1481
0.1%
ValueCountFrequency (%)
107250523.81
 
0.1%
107097129.51
 
0.1%
107059847.6218
11.9%
107053028.31
 
0.1%
107035495.61
 
0.1%
107031669.91
 
0.1%
106990212.81
 
0.1%
106951033.71
 
0.1%
1069446271
 
0.1%
106834676.21
 
0.1%

obv
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct1825
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean40041680.57
Minimum815099.3839
Maximum92230511.48
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.4 KiB

Quantile statistics

Minimum815099.3839
5-th percentile11957109.66
Q129446997.01
median37362867.8
Q356688656.5
95-th percentile68832150.92
Maximum92230511.48
Range91415412.1
Interquartile range (IQR)27241659.49

Descriptive statistics

Standard deviation18016723.74
Coefficient of variation (CV)0.44994924
Kurtosis-0.6302781103
Mean40041680.57
Median Absolute Deviation (MAD)10224753.81
Skewness0.2558865031
Sum7.323623377 × 1010
Variance3.246023344 × 1014
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
64953276.642
 
0.1%
65811802.132
 
0.1%
65819517.372
 
0.1%
64952828.322
 
0.1%
35171719.861
 
0.1%
72935499.591
 
0.1%
37994433.841
 
0.1%
29377943.241
 
0.1%
33427856.761
 
0.1%
39876889.171
 
0.1%
Other values (1815)1815
99.2%
ValueCountFrequency (%)
815099.38391
0.1%
1406978.6171
0.1%
1892869.021
0.1%
2457086.6411
0.1%
2822312.481
0.1%
3158997.0531
0.1%
3208162.41
0.1%
3245184.5841
0.1%
3338803.7211
0.1%
3505955.3341
0.1%
ValueCountFrequency (%)
92230511.481
0.1%
89229235.341
0.1%
88744474.271
0.1%
87555352.171
0.1%
85189421.391
0.1%
849538121
0.1%
84821670.851
0.1%
83511742.281
0.1%
83248855.141
0.1%
81717081.721
0.1%

fi13
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean547454.5643
Minimum-62081100.1
Maximum152415560.7
Zeros0
Zeros (%)0.0%
Negative947
Negative (%)51.8%
Memory size14.4 KiB

Quantile statistics

Minimum-62081100.1
5-th percentile-4509521.109
Q1-648191.5221
median-27933.54428
Q3642318.6314
95-th percentile5860171.751
Maximum152415560.7
Range214496660.8
Interquartile range (IQR)1290510.153

Descriptive statistics

Standard deviation8587730.887
Coefficient of variation (CV)15.68665502
Kurtosis124.461964
Mean547454.5643
Median Absolute Deviation (MAD)645059.2595
Skewness8.416616016
Sum1001294398
Variance7.374912178 × 1013
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
344950.51941
 
0.1%
-2841287.8381
 
0.1%
560162.80881
 
0.1%
-2489979.5721
 
0.1%
1426256.0261
 
0.1%
888950.6641
 
0.1%
-173571.23271
 
0.1%
73826.546961
 
0.1%
100589.13331
 
0.1%
-7904900.1921
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
-62081100.11
0.1%
-47790623.081
0.1%
-46874966.031
0.1%
-43709898.671
0.1%
-42848493.181
0.1%
-27185274.741
0.1%
-23704297.831
0.1%
-22960120.761
0.1%
-22883247.061
0.1%
-19884708.221
0.1%
ValueCountFrequency (%)
152415560.71
0.1%
130497229.11
0.1%
108976501.41
0.1%
97671685.211
0.1%
86209429.871
0.1%
76811332.571
0.1%
76739932.451
0.1%
75266771.241
0.1%
63675111.711
0.1%
48786053.341
0.1%

fi50
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct1829
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean548607.712
Minimum-16780965.43
Maximum47497227.28
Zeros0
Zeros (%)0.0%
Negative976
Negative (%)53.4%
Memory size14.4 KiB

Quantile statistics

Minimum-16780965.43
5-th percentile-1913675.688
Q1-439068.7846
median-42285.78823
Q3659629.6319
95-th percentile4046673.847
Maximum47497227.28
Range64278192.71
Interquartile range (IQR)1098698.416

Descriptive statistics

Standard deviation4131970.286
Coefficient of variation (CV)7.531739339
Kurtosis56.03271252
Mean548607.712
Median Absolute Deviation (MAD)489029.8478
Skewness6.009035868
Sum1003403505
Variance1.707317844 × 1013
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-80591.169291
 
0.1%
135186.53451
 
0.1%
-1121396.3881
 
0.1%
-279578.75581
 
0.1%
1801004.4821
 
0.1%
-421492.83731
 
0.1%
132390.80391
 
0.1%
-475362.44421
 
0.1%
-577706.30211
 
0.1%
-3856.8620521
 
0.1%
Other values (1819)1819
99.5%
ValueCountFrequency (%)
-16780965.431
0.1%
-15482926.41
0.1%
-14777520.331
0.1%
-14595968.011
0.1%
-12556109.021
0.1%
-12227620.331
0.1%
-12174239.51
0.1%
-12030766.611
0.1%
-11386290.441
0.1%
-11339776.151
0.1%
ValueCountFrequency (%)
47497227.281
0.1%
45594874.821
0.1%
43016728.181
0.1%
42500103.071
0.1%
42062540.681
0.1%
41517193.071
0.1%
40265962.731
0.1%
39819216.991
0.1%
33972077.541
0.1%
32662202.951
0.1%

market_cap
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct1826
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean105114754.8
Minimum0
Maximum2131214788
Zeros4
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size14.4 KiB

Quantile statistics

Minimum0
5-th percentile14756930.08
Q126867513.71
median51367348.04
Q3109319697.1
95-th percentile396562887.9
Maximum2131214788
Range2131214788
Interquartile range (IQR)82452183.37

Descriptive statistics

Standard deviation155754058
Coefficient of variation (CV)1.481752568
Kurtosis27.7821781
Mean105114754.8
Median Absolute Deviation (MAD)29810990.29
Skewness4.202760544
Sum1.922548866 × 1011
Variance2.425932657 × 1016
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
04
 
0.2%
23609152.331
 
0.1%
25309073.481
 
0.1%
148713942.11
 
0.1%
139678427.41
 
0.1%
27758235.221
 
0.1%
64449889.31
 
0.1%
54460435.581
 
0.1%
18680620.611
 
0.1%
65528593.871
 
0.1%
Other values (1816)1816
99.3%
ValueCountFrequency (%)
04
0.2%
2091570.6731
 
0.1%
3736778.381
 
0.1%
3939527.6781
 
0.1%
4504200.9661
 
0.1%
4512532.5441
 
0.1%
4899819.0591
 
0.1%
5118087.4471
 
0.1%
5273593.6131
 
0.1%
5412788.8691
 
0.1%
ValueCountFrequency (%)
21312147881
0.1%
13377348711
0.1%
11777031691
0.1%
11424606531
0.1%
11000914711
0.1%
10756326991
0.1%
10496458021
0.1%
10387314641
0.1%
9697159891
0.1%
924543116.21
0.1%

return
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct1824
Distinct (%)99.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0002903477954
Minimum-0.4441884709
Maximum0.6131605184
Zeros6
Zeros (%)0.3%
Negative909
Negative (%)49.7%
Memory size14.4 KiB

Quantile statistics

Minimum-0.4441884709
5-th percentile-0.09324863756
Q1-0.02948088015
median0
Q30.02943615257
95-th percentile0.09496590738
Maximum0.6131605184
Range1.057348989
Interquartile range (IQR)0.05891703272

Descriptive statistics

Standard deviation0.06279990666
Coefficient of variation (CV)216.2920045
Kurtosis12.05765147
Mean0.0002903477954
Median Absolute Deviation (MAD)0.02946109531
Skewness0.7337898164
Sum0.5310461177
Variance0.003943828276
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
06
 
0.3%
0.014993600291
 
0.1%
-0.0522503861
 
0.1%
-0.038803986711
 
0.1%
0.042267928251
 
0.1%
0.0011755001491
 
0.1%
-0.0098990298951
 
0.1%
0.029092588321
 
0.1%
-0.00065832784731
 
0.1%
0.041103216441
 
0.1%
Other values (1814)1814
99.2%
ValueCountFrequency (%)
-0.44418847091
0.1%
-0.27933014351
0.1%
-0.26342099541
0.1%
-0.25394556981
0.1%
-0.25233685491
0.1%
-0.25163454631
0.1%
-0.24090630161
0.1%
-0.23023406321
0.1%
-0.22383530291
0.1%
-0.22363110011
0.1%
ValueCountFrequency (%)
0.61316051841
0.1%
0.57583712831
0.1%
0.36915455751
0.1%
0.24417670681
0.1%
0.23064201981
0.1%
0.23036825291
0.1%
0.22825407021
0.1%
0.22082765551
0.1%
0.21633965911
0.1%
0.20891539791
0.1%

buy_indicator
Categorical

Distinct2
Distinct (%)0.1%
Missing1
Missing (%)0.1%
Memory size14.4 KiB
0.0
1610 
1.0
218 

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters5484
Distinct characters3
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1.0
2nd row0.0
3rd row0.0
4th row0.0
5th row0.0

Common Values

ValueCountFrequency (%)
0.01610
88.0%
1.0218
 
11.9%
(Missing)1
 
0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
0.01610
88.1%
1.0218
 
11.9%

Most occurring characters

ValueCountFrequency (%)
03438
62.7%
.1828
33.3%
1218
 
4.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number3656
66.7%
Other Punctuation1828
33.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
03438
94.0%
1218
 
6.0%
Other Punctuation
ValueCountFrequency (%)
.1828
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common5484
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
03438
62.7%
.1828
33.3%
1218
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII5484
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
03438
62.7%
.1828
33.3%
1218
 
4.0%

close_buy_indicator
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size14.4 KiB
0.0
1611 
1.0
218 

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters5487
Distinct characters3
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.0
2nd row1.0
3rd row0.0
4th row0.0
5th row0.0

Common Values

ValueCountFrequency (%)
0.01611
88.1%
1.0218
 
11.9%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
0.01611
88.1%
1.0218
 
11.9%

Most occurring characters

ValueCountFrequency (%)
03440
62.7%
.1829
33.3%
1218
 
4.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number3658
66.7%
Other Punctuation1829
33.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
03440
94.0%
1218
 
6.0%
Other Punctuation
ValueCountFrequency (%)
.1829
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common5487
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
03440
62.7%
.1829
33.3%
1218
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII5487
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
03440
62.7%
.1829
33.3%
1218
 
4.0%

short_indicator
Categorical

Distinct2
Distinct (%)0.1%
Missing1
Missing (%)0.1%
Memory size14.4 KiB
0.0
1602 
-1.0
226 

Length

Max length4
Median length3
Mean length3.123632385
Min length3

Characters and Unicode

Total characters5710
Distinct characters4
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.0
2nd row0.0
3rd row-1.0
4th row0.0
5th row0.0

Common Values

ValueCountFrequency (%)
0.01602
87.6%
-1.0226
 
12.4%
(Missing)1
 
0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
0.01602
87.6%
1.0226
 
12.4%

Most occurring characters

ValueCountFrequency (%)
03430
60.1%
.1828
32.0%
-226
 
4.0%
1226
 
4.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number3656
64.0%
Other Punctuation1828
32.0%
Dash Punctuation226
 
4.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
03430
93.8%
1226
 
6.2%
Other Punctuation
ValueCountFrequency (%)
.1828
100.0%
Dash Punctuation
ValueCountFrequency (%)
-226
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common5710
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
03430
60.1%
.1828
32.0%
-226
 
4.0%
1226
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII5710
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
03430
60.1%
.1828
32.0%
-226
 
4.0%
1226
 
4.0%

close_short_indicator
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size14.4 KiB
0.0
1602 
-1.0
227 

Length

Max length4
Median length3
Mean length3.124111536
Min length3

Characters and Unicode

Total characters5714
Distinct characters4
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row-1.0
2nd row0.0
3rd row0.0
4th row-1.0
5th row0.0

Common Values

ValueCountFrequency (%)
0.01602
87.6%
-1.0227
 
12.4%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
0.01602
87.6%
1.0227
 
12.4%

Most occurring characters

ValueCountFrequency (%)
03431
60.0%
.1829
32.0%
-227
 
4.0%
1227
 
4.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number3658
64.0%
Other Punctuation1829
32.0%
Dash Punctuation227
 
4.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
03431
93.8%
1227
 
6.2%
Dash Punctuation
ValueCountFrequency (%)
-227
100.0%
Other Punctuation
ValueCountFrequency (%)
.1829
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common5714
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
03431
60.0%
.1829
32.0%
-227
 
4.0%
1227
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII5714
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
03431
60.0%
.1829
32.0%
-227
 
4.0%
1227
 
4.0%

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

Sample

First rows

level_0df_indextimeopenhighlowclosevolumesma5-20sma8-15sma20-50ema5-20macdao14adx14wd14ppo12-26rsi14mfi14tsiso14cmo14atrp14pvo12-26adlobvfi13fi50market_capreturnbuy_indicatorclose_buy_indicatorshort_indicatorclose_short_indicator
088882017-03-30 00:00:004.318612.000004.06107.76992.002548e+060.6128540.3884730.2597230.9431010.33961657.14285733.10720386.9079937.83163589.2189910.89268033.93706847.35362179.1193029.25445468.378359-8.862763e+051.892869e+069.930815e+05273028.3619411.555960e+07-0.4441881.00.00.0-1.0
189892017-03-31 00:00:007.80009.000005.75007.25001.077770e+061.0706540.5638420.4040761.2997500.51957457.14285737.02920766.35932411.41295579.7766970.67109642.07582646.00822264.17567013.07100968.315067-9.691817e+058.150994e+057.711652e+05240347.5464137.813830e+060.0758620.01.00.00.0
290902017-04-01 00:00:007.25008.993006.54637.61005.918792e+051.5896740.7025280.5477811.5593160.68333757.14285740.67106753.97718814.29820381.2559770.73408647.69589846.54327069.16740715.24049861.212077-1.046423e+061.406979e+066.914383e+05239278.0945534.504201e+06-0.0473060.00.0-1.00.0
391912017-04-02 00:00:007.541012.000007.03008.34001.050108e+062.2193640.8483680.7107571.8401750.86204078.57142944.31394064.08790017.09322283.8376840.80079052.88749449.80370771.95156616.75719259.897886-1.542953e+062.457087e+067.021726e+05259956.5558408.757901e+06-0.0958030.00.00.0-1.0
492922017-04-03 00:00:008.333010.560007.50008.61001.048869e+062.8581990.9503050.8645692.0154421.01374685.71428647.69660852.21944019.09995084.6782610.65469356.72138253.05131876.74248419.01926557.418464-1.830878e+063.505955e+066.423186e+05260867.8496119.030759e+06-0.0321720.00.00.00.0
593932017-04-04 00:00:008.624410.999008.12009.15001.014588e+062.8932191.0457811.0247302.1857391.16409792.85714350.86687546.42580720.81564786.2216840.70714760.21117357.36436383.04475320.75413154.123888-2.119502e+064.520543e+066.288270e+05272123.1300789.283480e+06-0.0574430.00.0-1.00.0
694942017-04-05 00:00:009.150013.769998.725011.52702.229234e+063.3871841.3128051.2911062.7850011.45812692.85714353.95228553.80194424.17194390.6747390.79817265.76793964.06957587.44301819.96515659.311338-1.872491e+066.749777e+061.295979e+06469251.2280632.569638e+07-0.2062121.00.00.0-1.0
795952017-04-06 00:00:0012.400013.223009.700010.85402.224925e+063.6992841.3926321.4806062.8978081.61821485.71428656.81730844.31560625.32539382.5407960.61648465.67772966.27756273.66023724.60307459.835935-2.639816e+064.524852e+068.969283e+05392128.6463172.414934e+070.1424361.01.00.00.0
896962017-04-07 00:00:0010.801011.597999.39009.97001.009737e+063.7277841.3223301.5909222.6633811.65471564.28571459.04168836.39842824.86404973.2463660.55900161.39557964.78807758.37749930.21342852.295322-3.119073e+063.515115e+066.412803e+05341746.8212531.006708e+070.0833500.01.00.00.0
997972017-04-08 00:00:0010.055011.428519.830010.73505.148728e+053.8128891.3121301.7230642.6195651.72544964.28571461.10718432.13230724.80009775.7872880.57649559.33000266.35790461.27179431.01656142.787755-3.050953e+064.029988e+066.059371e+05343791.1697235.527160e+06-0.0633441.00.00.00.0

Last rows

level_0df_indextimeopenhighlowclosevolumesma5-20sma8-15sma20-50ema5-20macdao14adx14wd14ppo12-26rsi14mfi14tsiso14cmo14atrp14pvo12-26adlobvfi13fi50market_capreturnbuy_indicatorclose_buy_indicatorshort_indicatorclose_short_indicator
1819190719072022-03-23 00:00:00122.84124.52118.61122.51258446.75324210.28653.218189-3.1607976.5252202.15406264.28571417.90636619.0078731.92278362.2270010.7901848.19878289.48693958.49387015.282534-7.1564951.070598e+085.796313e+07499802.744616-85955.1140543.166231e+070.0026940.00.00.00.0
1820190819082022-03-24 00:00:00122.52127.78120.06126.52387276.61941010.95303.802384-2.2376287.7468172.97869878.57142918.77664922.5954762.63364365.4657100.87590011.59231891.49450060.69651715.141831-4.3683711.070598e+085.835040e+07650256.530218-21683.1784514.899824e+07-0.0316160.00.00.00.0
1821190919092022-03-25 00:00:00126.53127.39121.61124.00320059.33461811.82203.849339-1.5679547.6377223.38980978.57142919.58476919.8190762.97589061.8752650.78986713.46485289.65607648.88535015.775160-3.8644031.070598e+085.803035e+07442141.379725-52462.2507963.968736e+070.0204030.00.00.00.0
1822191019102022-03-26 00:00:00124.00125.61121.97124.86152910.00787912.38003.857980-0.9317837.5342143.74187878.57142920.33516617.7719473.26174162.6285460.74779915.23115089.49376466.77242615.966773-7.8153781.070598e+085.818326e+07397764.412161-45247.9426551.909234e+07-0.0068880.00.00.00.0
1823191119112022-03-27 00:00:00124.85129.81123.31129.66220313.54763212.19354.223361-0.1063858.3754564.35797992.85714321.64839023.8864883.76249366.5957080.79694517.98150692.82336967.64044915.603968-9.1839971.070598e+085.840357e+07492013.071657-2002.7280952.856585e+07-0.0370970.00.00.00.0
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